'practices' 검색 결과

Apply consistent coding practices across TypeScript, JavaScript, React, and Node.js projects. Get guidance on naming, types, error handling, API design, file organization, and tests to make code easier to read and maintain.

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• Aligning coding conventions across a team
• Refactoring long functions and deeply nested code
• Reviewing React components and state updates

Build videos in React with Remotion using task-specific rules and code examples. The skill covers animation timing, captions, audio, scene transitions, and media assets, helping guide implementation across common video creation tasks.

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• Add word-highlighted captions to videos
• Create text animations and scene transitions
• Trim audio and adjust volume or playback speed

Use a concise SEO reference to review content credibility, page performance, site structure, and page elements. It explains key checks, structured data types, measurement tools, and editorial practices for AI-assisted content.

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• Learn the main areas to check for SEO
• Review credibility and originality in articles
• Understand page performance metrics and targets

Organize PyTorch training code with LightningModule and Trainer. Follow examples for validation, logging, model saving, and distributed training across multiple GPUs, with callbacks that add monitoring or stop training when progress stalls.

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• Converting an existing PyTorch training loop
• Adding validation, logs, and model checkpoints
• Configuring training across multiple GPUs

Check single-cell RNA-seq data quality, filter low-quality cells using median absolute deviation, a measure of spread, and compare plots before and after filtering. Outputs include filtered data and the original dataset with quality annotations.

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• Assess single-cell RNA-seq data quality
• Filter low-quality cells and rarely detected genes
• Compare quality plots before and after filtering

Write, review, or refactor React code using prioritized guidance for data fetching, bundle size, rendering, component structure, testing, and type safety. Start with high-impact issues such as sequential requests and unnecessary library loading.

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• Writing React components and data-fetching logic
• Reviewing code for loading and rendering performance
• Refactoring large components and overly broad interfaces

Organize responses to service outages and degraded performance, from initial assessment through recovery review. Classify severity, reconstruct event timelines, draft stakeholder updates, and create response guides and follow-up actions based on incident findings.

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• Classify outage severity and plan initial response
• Reconstruct an incident timeline from scattered events
• Draft incident updates for customers and internal teams

Assess startup engineering operations across delivery, hiring, team structure, and production practices. Use delivery metrics, hiring conversion rates, and staffing data to identify bottlenecks, estimate candidate needs, and plan management roles and operational improvements.

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• Find where development work waits before release
• Estimate candidate volume needed for hiring goals
• Review team structure and manager hiring needs

Review Python, JavaScript/TypeScript, and Go code for security issues using guidance for the project's languages and frameworks. Get prioritized findings, suggested improvements, or help writing new code with safer defaults.

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• Review an existing application's security
• Create a report organized by severity
• Write new code with safer defaults

Helps create and extend Apache Airflow DAGs, workflows that define task order and dependencies, for Managed Service for Apache Airflow. Covers environment checks, version compatibility, coding practices, and local or deployed validation.

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• Creating a DAG for a managed Airflow environment
• Adding tasks to an existing workflow
• Checking DAG import errors before deployment

Build videos in React with Remotion using topic-specific guidance and code examples. Covers animation, captions, audio, scene transitions, asset handling, timing, and text layout, with additional references for charts, maps, and 3D content.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create text animations and scene transitions
• Add captions and subtitles to videos
• Adjust audio, video clips, and display timing

Review Python, JavaScript/TypeScript, and Go code for security issues using guidance for the project's languages and frameworks. Get prioritized findings, suggested improvements, or help writing new code with safer defaults.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Review an existing application's security
• Create a report organized by severity
• Write new code with safer defaults

Guides you through installing Wasp agent skills, which add Wasp knowledge and recommended practices to AI coding tools. It retrieves installation instructions and explains the steps for working with Wasp and Open SaaS.

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• Adding Wasp knowledge to an AI coding tool
• Following installation steps for Wasp agent skills
• Preparing an AI coding tool for Open SaaS development

Organize PyTorch training code with LightningModule and Trainer. This skill guides training, validation, logging, model checkpoint saving, early stopping when progress stalls, and configuration for running the same model across multiple GPUs.

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• Organize existing PyTorch training code
• Add validation and metric logging
• Save the best models and stop stalled training

Compare new or changed privacy regulations with current policies and practices. Identify whether the rules apply, list missing requirements, and produce a prioritized remediation plan with owners and due dates, documenting compliant areas as well.

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• Assess whether a new privacy law applies to the company
• Identify gaps between regulatory guidance and current practices
• Plan corrective actions with owners and deadlines

Set up product legal workflows through an interview about company context, review practices, and approval routes. Past launch reviews help establish which risks block release, while connector checks record which tracking and document services actually respond.

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• Setting up product legal workflows for the first time
• Recording company risk thresholds from past launch reviews
• Updating review practices when onboarding product counsel

Compare AI regulations or guidance with existing company policies and practices. Determine applicability, identify missing requirements, and create a prioritized remediation plan with owners and deadlines, while highlighting legal uncertainties that need attorney judgment.

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• Checking whether a new AI regulation applies to the company
• Comparing EU AI Act requirements with current practices
• Assigning owners and deadlines to compliance gaps

Review smart contract projects against Trail of Bits development guidelines. Examines architecture, upgrade mechanisms, implementation, dependencies, and tests, then provides system documentation, identifies gaps, and recommends improvements in priority order with code references.

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• Review smart contract architecture
• Check upgrade and proxy designs
• Identify gaps in specifications and documentation

Assesses smart contract and blockchain codebases against Trail of Bits’ nine-category maturity framework. Produces evidence-backed ratings covering areas such as arithmetic, access controls, documentation, and testing, plus a prioritized improvement roadmap with effort estimates.

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• Assessing the maturity of a smart contract project
• Identifying gaps in tests and documentation
• Reviewing access controls and operational practices together

Write and review Cloudflare Workers code using current official guidance. Check configuration, asynchronous tasks, large response handling, secrets, and service connections, with findings supported by documentation, code locations, or validation results.

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• Writing a new Cloudflare Worker
• Reviewing Workers code before production use
• Checking wrangler.jsonc and service bindings

Write, review, and optimize Postgres queries, database structures, and configuration using guidance maintained by Supabase. Prioritized rules and SQL examples help assess query speed, connections, indexes, and row-level security, which controls access to individual rows.

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• Review slow SQL queries
• Assess table structures and indexes
• Review connection pooling and scaling settings

Review Python, JavaScript/TypeScript, and Go code against security guidance for the languages and frameworks in use. Identify important weaknesses, suggest improvements, and produce prioritized reports with code references, or apply secure defaults when writing new code.

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• Review existing code for security weaknesses
• Create a security report organized by severity
• Write new code with secure defaults

Create a Markdown threat model grounded in a codebase. Identify valuable assets, boundaries between trusted and untrusted components, realistic attack paths, and mitigations, then prioritize risks using explicit assumptions about likelihood and impact.

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• Map attack paths across a codebase
• Assess threats within a specific project directory
• Prioritize risks to data and credentials

Guide team Git work with consistent commit messages, branch naming, and review practices. Follow concrete steps for everyday development, urgent fixes, releases, merge conflicts, and version tags, including guidance on when to use merge or rebase.

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• Write commit messages using Conventional Commits
• Organize branches and Pull Request reviews
• Resolve conflicts during merge or rebase